{"id":"W4250775652","doi":"10.4296/cwrj2703366","title":"Canadian Water Resources Association Scholarships in Water Resources 2002–2003/Bourses en ressources hydriques de l’Association canadienne des ressources hydriques 2002–2003","year":2002,"lang":"fr","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water resources; Environmental science; Forestry; Hydrology (agriculture); Geography; Geology; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01630759,0.004211783,0.003789452,0.007334579,0.008501919,0.007472084,0.006552632,0.004200973,0.02008702],"category_scores_gemma":[0.004494313,0.003568522,0.001212323,0.004128789,0.003221254,0.004828745,0.0007731257,0.007944223,0.003635972],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0850127,"about_ca_system_score_gemma":0.00009494378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729882,"about_ca_topic_score_gemma":0.9970657,"domain_scores_codex":[0.9582712,0.008306384,0.005256282,0.00428857,0.002523645,0.02135394],"domain_scores_gemma":[0.9786995,0.0006987511,0.002145573,0.002742262,0.00218807,0.01352582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002865904,0.0003606345,0.114153,0.0007367074,0.001483115,0.007439513,0.8479951,0.01126302,0.003994296,0.000005240468,0.005015074,0.00726775],"study_design_scores_gemma":[0.002116089,0.001020356,0.009648431,0.00361297,0.0008808808,0.001856883,0.01264989,0.003281058,0.02210973,0.001147053,0.9369525,0.004724208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347252,0.01638389,0.00001469728,0.02006366,0.002449392,0.002614663,0.001064576,0.0004741439,0.02220974],"genre_scores_gemma":[0.8432546,0.009608679,0.0006989004,0.003044131,0.003291678,0.0003873335,0.0003470115,0.000998122,0.1383696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9319374,"threshold_uncertainty_score":0.9994914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238143251998239,"score_gpt":0.1954043460758091,"score_spread":0.1830229135558268,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}